category: Top Stories

category: IoT, Security & Automotive

Making Sure AI/ML Works In Test Systems
By SE Staff - 09 Mar, 2021 - Comments: 0

Artificial intelligence/machine learning is being utilized increasingly to find patterns and outlier data in chip manufacturing and test, improving the overall yield and reliability of end devices. But there are too many variables and unknowns to reliably predict how a chip will behave in the field using just AI. Today, every AI use case — whether a self-driving car or an industrial sortin... » read more

Design Issues For Chips Over Longer Lifetimes
By Ed Sperling - 08 Mar, 2021 - Comments: 0

Semiconductor Engineering sat down to discuss the myriad challenges associated with chips used in complex systems over longer periods of time them with Jean-Marie Brunet, senior director for the Emulation Division at Siemens EDA; Frank Schirrmeister, senior group director for solution marketing at Cadence; Maurizio Griva, R&D Manager at Reply; and Laurent Maillet-Contoz, system and architec... » read more

Making Sense Of New Edge-Inference Architectures
By Bryon Moyer - 04 Mar, 2021 - Comments: 0

New edge-inference machine-learning architectures have been arriving at an astounding rate over the last year. Making sense of them all is a challenge. To begin with, not all ML architectures are alike. One of the complicating factors in understanding the different machine-learning architectures is the nomenclature used to describe them. You’ll see terms like “sea-of-MACs,” “systolic... » read more

Auto OEMs Face New Competitive Threats
By Ann Mutschler - 04 Mar, 2021 - Comments: 0

Automotive design and manufacturing are undergoing a fundamental shift to the left as cars increasingly are electrified and chips take over more functions formerly done by mechanical parts, setting the stage for massive disruption across a supply chain that has been in place for decades. The success of Tesla — a company that had never actually built a chip or a car — was both a surprise ... » read more

Security Provisioning Moves Out Of The Factory
By Bryon Moyer - 04 Mar, 2021 - Comments: 1

Security credentials traditionally have been provisioned during chip manufacturing, often as a final part of the testing process. That's starting to change. Logistics management can be improved by pushing that process out — even as far as the on-boarding process. And simpler on-boarding can hide most of the details from the user. “The IT approach to provisioning IoT devices has primar... » read more

Chiplets For The Masses
By Brian Bailey - 03 Mar, 2021 - Comments: 2

Chiplets are a compelling technology, but so far they are available only to a select few players in the industry. That's changing, and the industry has taken little steps to get there, but timing for when you will be able to buy a chiplet to integrate into your system remains uncertain. While new fabrication nodes continue to be developed, scaling is coming to an end, be it for physical or e... » read more

Predicting And Avoiding Failures In Automotive Chips
By Ed Sperling - 02 Mar, 2021 - Comments: 0

Semiconductor Engineering sat down to discuss automotive electronics reliability with Jay Rathert, senior director of strategic collaborations at KLA; Dennis Ciplickas, vice president of advanced solutions at PDF Solutions; Uzi Baruch, vice president and general manager of the automotive business unit at OptimalPlus; Gal Carmel, general manager of proteanTecs' Automotive Division; Andre van de ... » read more

Startup Funding: February 2021
By Jesse Allen - 01 Mar, 2021 - Comments: 0

In February, several startups emerge from stealth, with one company working on AI inference architectures for the data center and another trying to make lenses thinner by patterning surfaces with tiny structures. Two new Chinese companies are trying to expand the country's semiconductor design ecosystem with GPUs and interface IP. Plus, a maker of AI chips for ADAS draws another massive round t... » read more

Firmware Skills Shortage
By Brian Bailey - 25 Feb, 2021 - Comments: 0

Good hardware without good software is a waste of silicon, but with so many new processors and accelerator architectures being created, and so many new skills required, companies are finding it hard to hire enough engineers with low-level software expertise to satisfy the demand. Writing compilers, mappers and optimization software does not have the same level of pizazz as developing new AI ... » read more

When Is Verification Done?
By Ann Mutschler - 25 Feb, 2021 - Comments: 0

Even with the billions of dollars spent on R&D for EDA tools, and tens of billions more on verification labor, only 30% to 50% of ASIC designs are first time right, according to Wilson Research Group and Siemens EDA. Even then, these designs still have bugs. They’re just not catastrophic enough to cause a re-spin. This means more efficient verification is needed. Until then, verificati... » read more

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